Mplus VERSION 8.4 (Mac)
MUTHEN & MUTHEN
01/31/2023  11:57 AM

INPUT INSTRUCTIONS

  TITLE:
    Exploratory factor analysis of the InDI-M ;

  DATA:
    FILE IS InDIM_exploratory.dat ;

  VARIABLE:
    NAMES ARE
       InDIM1 InDIM2 InDIM3 InDIM4 InDIM5
       InDIM6 InDIM7 InDIM8 InDIM9 InDIM10
       InDIM11 InDIM12 InDIM13
       ;

    USEVARIABLES ARE
       InDIM1 InDIM2 InDIM3 InDIM4 InDIM5
       InDIM6 InDIM7 InDIM8 InDIM9 InDIM10
       InDIM11 InDIM12 InDIM13
       ;

    CATEGORICAL ARE
       InDIM1 InDIM2 InDIM3 InDIM4 InDIM5
       InDIM6 InDIM7 InDIM8 InDIM9 InDIM10
       InDIM11 InDIM12 InDIM13
       ;

    MISSING = . ;

  ANALYSIS:
    TYPE IS EFA 1 3 ;
    ESTIMATOR IS WLSMV ;
    ROTATION = GEOMIN ;

  OUTPUT:
    modindices(all) ;



*** WARNING
  Data set contains cases with missing on all variables.
  These cases were not included in the analysis.
  Number of cases with missing on all variables:  1
   1 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS




Exploratory factor analysis of the InDI-M ;

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        1064

Number of dependent variables                                   13
Number of independent variables                                  0
Number of continuous latent variables                            0

Observed dependent variables

  Binary and ordered categorical (ordinal)
   INDIM1      INDIM2      INDIM3      INDIM4      INDIM5      INDIM6
   INDIM7      INDIM8      INDIM9      INDIM10     INDIM11     INDIM12
   INDIM13


Estimator                                                    WLSMV
Rotation                                                    GEOMIN
Row standardization                                    CORRELATION
Type of rotation                                           OBLIQUE
Epsilon value                                               Varies
Maximum number of iterations                                  1000
Convergence criterion                                    0.500D-04
Maximum number of steepest descent iterations                   20
Maximum number of iterations for H1                           2000
Convergence criterion for H1                             0.100D-03
Optimization Specifications for the Exploratory Factor Analysis
Rotation Algorithm
  Number of random starts                                       30
  Maximum number of iterations                               10000
  Derivative convergence criterion                       0.100D-04
Link                                                        PROBIT

Input data file(s)
  InDIM_exploratory.dat

Input data format  FREE


SUMMARY OF DATA

     Number of missing data patterns            19


COVARIANCE COVERAGE OF DATA

Minimum covariance coverage value   0.100


     PROPORTION OF DATA PRESENT


           Covariance Coverage
              INDIM1        INDIM2        INDIM3        INDIM4        INDIM5
              ________      ________      ________      ________      ________
 INDIM1         0.999
 INDIM2         0.997         0.998
 INDIM3         0.995         0.994         0.996
 INDIM4         0.995         0.994         0.992         0.996
 INDIM5         0.997         0.996         0.994         0.994         0.998
 INDIM6         0.994         0.993         0.992         0.992         0.993
 INDIM7         0.993         0.992         0.991         0.991         0.992
 INDIM8         0.996         0.995         0.993         0.993         0.995
 INDIM9         0.992         0.992         0.990         0.990         0.992
 INDIM10        0.992         0.992         0.991         0.990         0.992
 INDIM11        0.995         0.994         0.992         0.992         0.994
 INDIM12        0.994         0.993         0.992         0.992         0.993
 INDIM13        0.995         0.994         0.992         0.992         0.994


           Covariance Coverage
              INDIM6        INDIM7        INDIM8        INDIM9        INDIM10
              ________      ________      ________      ________      ________
 INDIM6         0.995
 INDIM7         0.990         0.994
 INDIM8         0.992         0.992         0.997
 INDIM9         0.989         0.988         0.991         0.993
 INDIM10        0.989         0.988         0.991         0.987         0.993
 INDIM11        0.992         0.991         0.993         0.990         0.991
 INDIM12        0.991         0.990         0.992         0.990         0.990
 INDIM13        0.992         0.991         0.993         0.990         0.992


           Covariance Coverage
              INDIM11       INDIM12       INDIM13
              ________      ________      ________
 INDIM11        0.996
 INDIM12        0.992         0.995
 INDIM13        0.993         0.992         0.996


UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    INDIM1
      Category 1    0.894          950.000
      Category 2    0.075           80.000
      Category 3    0.031           33.000
    INDIM2
      Category 1    0.627          666.000
      Category 2    0.229          243.000
      Category 3    0.144          153.000
    INDIM3
      Category 1    0.839          889.000
      Category 2    0.122          129.000
      Category 3    0.040           42.000
    INDIM4
      Category 1    0.712          755.000
      Category 2    0.172          182.000
      Category 3    0.116          123.000
    INDIM5
      Category 1    0.893          948.000
      Category 2    0.083           88.000
      Category 3    0.024           26.000
    INDIM6
      Category 1    0.863          914.000
      Category 2    0.092           97.000
      Category 3    0.045           48.000
    INDIM7
      Category 1    0.839          888.000
      Category 2    0.126          133.000
      Category 3    0.035           37.000
    INDIM8
      Category 1    0.678          719.000
      Category 2    0.201          213.000
      Category 3    0.122          129.000
    INDIM9
      Category 1    0.677          716.000
      Category 2    0.207          219.000
      Category 3    0.115          122.000
    INDIM10
      Category 1    0.732          774.000
      Category 2    0.161          170.000
      Category 3    0.107          113.000
    INDIM11
      Category 1    0.730          774.000
      Category 2    0.167          177.000
      Category 3    0.103          109.000
    INDIM12
      Category 1    0.777          823.000
      Category 2    0.122          129.000
      Category 3    0.101          107.000
    INDIM13
      Category 1    0.766          812.000
      Category 2    0.149          158.000
      Category 3    0.085           90.000



SUMMARY OF MODEL FIT INFORMATION


                   Number of                   Degrees of
     Model        Parameters      Chi-Square    Freedom     P-Value

     1-factor          13            287.623        65       0.0000
     2-factor          25            113.035        53       0.0000
     3-factor          36             68.502        42       0.0060

                                               Degrees of
     Models Compared              Chi-Square    Freedom     P-Value

     1-factor against 2-factor       134.443        12       0.0000
     2-factor against 3-factor        40.294        11       0.0000



RESULTS FOR EXPLORATORY FACTOR ANALYSIS


           EIGENVALUES FOR SAMPLE CORRELATION MATRIX
                  1             2             3             4             5
              ________      ________      ________      ________      ________
                7.008         1.043         0.779         0.627         0.595


           EIGENVALUES FOR SAMPLE CORRELATION MATRIX
                  6             7             8             9            10
              ________      ________      ________      ________      ________
                0.514         0.470         0.433         0.415         0.370


           EIGENVALUES FOR SAMPLE CORRELATION MATRIX
                 11            12            13
              ________      ________      ________
                0.330         0.256         0.159


EXPLORATORY FACTOR ANALYSIS WITH 1 FACTOR(S):


MODEL FIT INFORMATION

Number of Free Parameters                       13

Chi-Square Test of Model Fit

          Value                            287.623*
          Degrees of Freedom                    65
          P-Value                           0.0000

*   The chi-square value for MLM, MLMV, MLR, ULSMV, WLSM and WLSMV cannot be used
    for chi-square difference testing in the regular way.  MLM, MLR and WLSM
    chi-square difference testing is described on the Mplus website.  MLMV, WLSMV,
    and ULSMV difference testing is done using the DIFFTEST option.

RMSEA (Root Mean Square Error Of Approximation)

          Estimate                           0.057
          90 Percent C.I.                    0.050  0.064
          Probability RMSEA <= .05           0.047

CFI/TLI

          CFI                                0.963
          TLI                                0.955

Chi-Square Test of Model Fit for the Baseline Model

          Value                           6046.675
          Degrees of Freedom                    78
          P-Value                           0.0000

SRMR (Standardized Root Mean Square Residual)

          Value                              0.065



MINIMUM ROTATION FUNCTION VALUE       6.65739



           GEOMIN ROTATED LOADINGS (* significant at 5% level)
                  1
              ________
 INDIM1         0.679*
 INDIM2         0.665*
 INDIM3         0.717*
 INDIM4         0.686*
 INDIM5         0.675*
 INDIM6         0.688*
 INDIM7         0.703*
 INDIM8         0.715*
 INDIM9         0.713*
 INDIM10        0.844*
 INDIM11        0.816*
 INDIM12        0.642*
 INDIM13        0.732*


           GEOMIN FACTOR CORRELATIONS (* significant at 5% level)
                  1
              ________
      1         1.000


           ESTIMATED RESIDUAL VARIANCES
              INDIM1        INDIM2        INDIM3        INDIM4        INDIM5
              ________      ________      ________      ________      ________
                0.539         0.558         0.486         0.530         0.544


           ESTIMATED RESIDUAL VARIANCES
              INDIM6        INDIM7        INDIM8        INDIM9        INDIM10
              ________      ________      ________      ________      ________
                0.527         0.506         0.489         0.492         0.287


           ESTIMATED RESIDUAL VARIANCES
              INDIM11       INDIM12       INDIM13
              ________      ________      ________
                0.335         0.587         0.464


           S.E. GEOMIN ROTATED LOADINGS
                  1
              ________
 INDIM1         0.039
 INDIM2         0.027
 INDIM3         0.031
 INDIM4         0.027
 INDIM5         0.039
 INDIM6         0.034
 INDIM7         0.031
 INDIM8         0.024
 INDIM9         0.025
 INDIM10        0.017
 INDIM11        0.019
 INDIM12        0.031
 INDIM13        0.026


           S.E. GEOMIN FACTOR CORRELATIONS
                  1
              ________
      1         0.000


           S.E. ESTIMATED RESIDUAL VARIANCES
              INDIM1        INDIM2        INDIM3        INDIM4        INDIM5
              ________      ________      ________      ________      ________
                0.053         0.036         0.044         0.037         0.053


           S.E. ESTIMATED RESIDUAL VARIANCES
              INDIM6        INDIM7        INDIM8        INDIM9        INDIM10
              ________      ________      ________      ________      ________
                0.046         0.044         0.035         0.036         0.029


           S.E. ESTIMATED RESIDUAL VARIANCES
              INDIM11       INDIM12       INDIM13
              ________      ________      ________
                0.032         0.040         0.038


           Est./S.E. GEOMIN ROTATED LOADINGS
                  1
              ________
 INDIM1        17.335
 INDIM2        24.806
 INDIM3        23.459
 INDIM4        25.314
 INDIM5        17.199
 INDIM6        20.422
 INDIM7        22.546
 INDIM8        29.431
 INDIM9        28.439
 INDIM10       48.642
 INDIM11       41.957
 INDIM12       20.547
 INDIM13       28.055


           Est./S.E. GEOMIN FACTOR CORRELATIONS
                  1
              ________
      1         0.000


           Est./S.E. ESTIMATED RESIDUAL VARIANCES
              INDIM1        INDIM2        INDIM3        INDIM4        INDIM5
              ________      ________      ________      ________      ________
               10.127        15.677        11.094        14.256        10.262


           Est./S.E. ESTIMATED RESIDUAL VARIANCES
              INDIM6        INDIM7        INDIM8        INDIM9        INDIM10
              ________      ________      ________      ________      ________
               11.376        11.540        14.087        13.776         9.795


           Est./S.E. ESTIMATED RESIDUAL VARIANCES
              INDIM11       INDIM12       INDIM13
              ________      ________      ________
               10.557        14.624        12.125


EXPLORATORY FACTOR ANALYSIS WITH 2 FACTOR(S):


MODEL FIT INFORMATION

Number of Free Parameters                       25

Chi-Square Test of Model Fit

          Value                            113.035*
          Degrees of Freedom                    53
          P-Value                           0.0000

*   The chi-square value for MLM, MLMV, MLR, ULSMV, WLSM and WLSMV cannot be used
    for chi-square difference testing in the regular way.  MLM, MLR and WLSM
    chi-square difference testing is described on the Mplus website.  MLMV, WLSMV,
    and ULSMV difference testing is done using the DIFFTEST option.

RMSEA (Root Mean Square Error Of Approximation)

          Estimate                           0.033
          90 Percent C.I.                    0.024  0.041
          Probability RMSEA <= .05           1.000

CFI/TLI

          CFI                                0.990
          TLI                                0.985

Chi-Square Test of Model Fit for the Baseline Model

          Value                           6046.675
          Degrees of Freedom                    78
          P-Value                           0.0000

SRMR (Standardized Root Mean Square Residual)

          Value                              0.037



MINIMUM ROTATION FUNCTION VALUE       1.22896



           GEOMIN ROTATED LOADINGS (* significant at 5% level)
                  1             2
              ________      ________
 INDIM1         0.664*        0.088
 INDIM2         0.542*        0.202*
 INDIM3         0.821*       -0.025
 INDIM4         0.456*        0.307*
 INDIM5         0.499*        0.251*
 INDIM6         0.771*       -0.011
 INDIM7         0.571*        0.211*
 INDIM8         0.328*        0.461*
 INDIM9         0.325*        0.461*
 INDIM10       -0.077         0.989*
 INDIM11        0.129         0.744*
 INDIM12        0.009         0.678*
 INDIM13        0.331*        0.477*


           GEOMIN FACTOR CORRELATIONS (* significant at 5% level)
                  1             2
              ________      ________
      1         1.000
      2         0.646*        1.000


           ESTIMATED RESIDUAL VARIANCES
              INDIM1        INDIM2        INDIM3        INDIM4        INDIM5
              ________      ________      ________      ________      ________
                0.476         0.525         0.351         0.517         0.526


           ESTIMATED RESIDUAL VARIANCES
              INDIM6        INDIM7        INDIM8        INDIM9        INDIM10
              ________      ________      ________      ________      ________
                0.416         0.474         0.485         0.488         0.114


           ESTIMATED RESIDUAL VARIANCES
              INDIM11       INDIM12       INDIM13
              ________      ________      ________
                0.307         0.532         0.459


           S.E. GEOMIN ROTATED LOADINGS
                  1             2
              ________      ________
 INDIM1         0.085         0.101
 INDIM2         0.075         0.081
 INDIM3         0.075         0.090
 INDIM4         0.078         0.078
 INDIM5         0.083         0.088
 INDIM6         0.038         0.023
 INDIM7         0.079         0.088
 INDIM8         0.076         0.074
 INDIM9         0.084         0.077
 INDIM10        0.112         0.084
 INDIM11        0.099         0.076
 INDIM12        0.019         0.036
 INDIM13        0.087         0.079


           S.E. GEOMIN FACTOR CORRELATIONS
                  1             2
              ________      ________
      1         0.000
      2         0.062         0.000


           S.E. ESTIMATED RESIDUAL VARIANCES
              INDIM1        INDIM2        INDIM3        INDIM4        INDIM5
              ________      ________      ________      ________      ________
                0.055         0.039         0.051         0.038         0.054


           S.E. ESTIMATED RESIDUAL VARIANCES
              INDIM6        INDIM7        INDIM8        INDIM9        INDIM10
              ________      ________      ________      ________      ________
                0.053         0.046         0.035         0.036         0.045


           S.E. ESTIMATED RESIDUAL VARIANCES
              INDIM11       INDIM12       INDIM13
              ________      ________      ________
                0.034         0.043         0.038


           Est./S.E. GEOMIN ROTATED LOADINGS
                  1             2
              ________      ________
 INDIM1         7.776         0.875
 INDIM2         7.217         2.479
 INDIM3        10.987        -0.273
 INDIM4         5.873         3.937
 INDIM5         6.002         2.847
 INDIM6        20.075        -0.461
 INDIM7         7.207         2.393
 INDIM8         4.315         6.243
 INDIM9         3.859         5.968
 INDIM10       -0.688        11.819
 INDIM11        1.299         9.739
 INDIM12        0.457        18.952
 INDIM13        3.826         6.058


           Est./S.E. GEOMIN FACTOR CORRELATIONS
                  1             2
              ________      ________
      1         0.000
      2        10.404         0.000


           Est./S.E. ESTIMATED RESIDUAL VARIANCES
              INDIM1        INDIM2        INDIM3        INDIM4        INDIM5
              ________      ________      ________      ________      ________
                8.607        13.340         6.833        13.611         9.735


           Est./S.E. ESTIMATED RESIDUAL VARIANCES
              INDIM6        INDIM7        INDIM8        INDIM9        INDIM10
              ________      ________      ________      ________      ________
                7.906        10.345        13.885        13.610         2.542


           Est./S.E. ESTIMATED RESIDUAL VARIANCES
              INDIM11       INDIM12       INDIM13
              ________      ________      ________
                9.121        12.443        11.971


           FACTOR STRUCTURE
                  1             2
              ________      ________
 INDIM1         0.721         0.517
 INDIM2         0.672         0.552
 INDIM3         0.805         0.506
 INDIM4         0.654         0.601
 INDIM5         0.661         0.574
 INDIM6         0.764         0.488
 INDIM7         0.707         0.580
 INDIM8         0.626         0.673
 INDIM9         0.623         0.671
 INDIM10        0.562         0.939
 INDIM11        0.610         0.827
 INDIM12        0.447         0.684
 INDIM13        0.640         0.691


EXPLORATORY FACTOR ANALYSIS WITH 3 FACTOR(S):


MODEL FIT INFORMATION

Number of Free Parameters                       36

Chi-Square Test of Model Fit

          Value                             68.502*
          Degrees of Freedom                    42
          P-Value                           0.0060

*   The chi-square value for MLM, MLMV, MLR, ULSMV, WLSM and WLSMV cannot be used
    for chi-square difference testing in the regular way.  MLM, MLR and WLSM
    chi-square difference testing is described on the Mplus website.  MLMV, WLSMV,
    and ULSMV difference testing is done using the DIFFTEST option.

RMSEA (Root Mean Square Error Of Approximation)

          Estimate                           0.024
          90 Percent C.I.                    0.013  0.035
          Probability RMSEA <= .05           1.000

CFI/TLI

          CFI                                0.996
          TLI                                0.992

Chi-Square Test of Model Fit for the Baseline Model

          Value                           6046.675
          Degrees of Freedom                    78
          P-Value                           0.0000

SRMR (Standardized Root Mean Square Residual)

          Value                              0.028



MINIMUM ROTATION FUNCTION VALUE       0.46283



           GEOMIN ROTATED LOADINGS (* significant at 5% level)
                  1             2             3
              ________      ________      ________
 INDIM1         0.687*        0.014         0.105
 INDIM2         0.331*        0.407*       -0.007
 INDIM3         0.728*        0.107        -0.031
 INDIM4         0.014         0.808*       -0.136
 INDIM5         0.262*        0.478*       -0.007
 INDIM6         0.739*        0.034         0.012
 INDIM7         0.726*       -0.087         0.252*
 INDIM8         0.501*        0.028         0.407*
 INDIM9         0.134         0.529*        0.149
 INDIM10        0.007         0.472*        0.599*
 INDIM11       -0.098         0.728*        0.302
 INDIM12        0.290*       -0.001         0.601*
 INDIM13        0.030         0.691*        0.080


           GEOMIN FACTOR CORRELATIONS (* significant at 5% level)
                  1             2             3
              ________      ________      ________
      1         1.000
      2         0.778*        1.000
      3         0.270         0.504*        1.000


           ESTIMATED RESIDUAL VARIANCES
              INDIM1        INDIM2        INDIM3        INDIM4        INDIM5
              ________      ________      ________      ________      ________
                0.462         0.519         0.352         0.423         0.512


           ESTIMATED RESIDUAL VARIANCES
              INDIM6        INDIM7        INDIM8        INDIM9        INDIM10
              ________      ________      ________      ________      ________
                0.408         0.424         0.439         0.480         0.127


           ESTIMATED RESIDUAL VARIANCES
              INDIM11       INDIM12       INDIM13
              ________      ________      ________
                0.275         0.463         0.426


           S.E. GEOMIN ROTATED LOADINGS
                  1             2             3
              ________      ________      ________
 INDIM1         0.063         0.041         0.118
 INDIM2         0.116         0.127         0.056
 INDIM3         0.158         0.186         0.066
 INDIM4         0.023         0.107         0.154
 INDIM5         0.131         0.141         0.050
 INDIM6         0.166         0.195         0.065
 INDIM7         0.154         0.160         0.099
 INDIM8         0.123         0.122         0.094
 INDIM9         0.106         0.129         0.111
 INDIM10        0.006         0.172         0.137
 INDIM11        0.099         0.174         0.162
 INDIM12        0.134         0.021         0.070
 INDIM13        0.103         0.130         0.142


           S.E. GEOMIN FACTOR CORRELATIONS
                  1             2             3
              ________      ________      ________
      1         0.000
      2         0.094         0.000
      3         0.181         0.201         0.000


           S.E. ESTIMATED RESIDUAL VARIANCES
              INDIM1        INDIM2        INDIM3        INDIM4        INDIM5
              ________      ________      ________      ________      ________
                0.058         0.040         0.052         0.053         0.057


           S.E. ESTIMATED RESIDUAL VARIANCES
              INDIM6        INDIM7        INDIM8        INDIM9        INDIM10
              ________      ________      ________      ________      ________
                0.056         0.054         0.038         0.037         0.046


           S.E. ESTIMATED RESIDUAL VARIANCES
              INDIM11       INDIM12       INDIM13
              ________      ________      ________
                0.036         0.055         0.041


           Est./S.E. GEOMIN ROTATED LOADINGS
                  1             2             3
              ________      ________      ________
 INDIM1        10.850         0.334         0.894
 INDIM2         2.860         3.207        -0.121
 INDIM3         4.611         0.575        -0.469
 INDIM4         0.593         7.516        -0.881
 INDIM5         2.003         3.393        -0.141
 INDIM6         4.462         0.176         0.183
 INDIM7         4.714        -0.543         2.542
 INDIM8         4.063         0.230         4.328
 INDIM9         1.258         4.097         1.347
 INDIM10        1.096         2.737         4.377
 INDIM11       -0.986         4.193         1.858
 INDIM12        2.167        -0.067         8.627
 INDIM13        0.292         5.315         0.563


           Est./S.E. GEOMIN FACTOR CORRELATIONS
                  1             2             3
              ________      ________      ________
      1         0.000
      2         8.294         0.000
      3         1.490         2.504         0.000


           Est./S.E. ESTIMATED RESIDUAL VARIANCES
              INDIM1        INDIM2        INDIM3        INDIM4        INDIM5
              ________      ________      ________      ________      ________
                7.896        13.020         6.731         7.917         9.055


           Est./S.E. ESTIMATED RESIDUAL VARIANCES
              INDIM6        INDIM7        INDIM8        INDIM9        INDIM10
              ________      ________      ________      ________      ________
                7.314         7.837        11.514        13.126         2.771


           Est./S.E. ESTIMATED RESIDUAL VARIANCES
              INDIM11       INDIM12       INDIM13
              ________      ________      ________
                7.682         8.357        10.415


           FACTOR STRUCTURE
                  1             2             3
              ________      ________      ________
 INDIM1         0.726         0.601         0.298
 INDIM2         0.646         0.661         0.288
 INDIM3         0.803         0.658         0.220
 INDIM4         0.606         0.750         0.275
 INDIM5         0.632         0.678         0.305
 INDIM6         0.769         0.616         0.229
 INDIM7         0.726         0.605         0.404
 INDIM8         0.633         0.623         0.556
 INDIM9         0.586         0.708         0.452
 INDIM10        0.536         0.779         0.839
 INDIM11        0.550         0.804         0.642
 INDIM12        0.451         0.527         0.678
 INDIM13        0.589         0.754         0.436


MODIFICATION INDICES


     MODIFICATION INDICES FOR ANALYSIS WITH 1 FACTOR(S)



     MODIFICATION INDICES


           THETA
              INDIM1        INDIM2        INDIM3        INDIM4        INDIM5
              ________      ________      ________      ________      ________
 INDIM1         0.000
 INDIM2         0.850         0.000
 INDIM3         8.629        10.685         0.000
 INDIM4         0.011         2.575         0.126         0.000
 INDIM5         0.229         0.174         0.651         8.966         0.000
 INDIM6         7.144         0.901        21.003         0.148         2.483
 INDIM7         8.536         0.253         8.152         1.081         0.007
 INDIM8         0.000         0.047         2.428         8.580         0.109
 INDIM9         0.409         8.616         4.288         0.049         2.903
 INDIM10        8.011         7.519        17.504         1.158         2.233
 INDIM11        7.001         4.844         6.741         0.715         0.595
 INDIM12        2.285         4.358         5.200         5.762         2.600
 INDIM13        0.642         0.626         2.511         6.921         0.001


           THETA
              INDIM6        INDIM7        INDIM8        INDIM9        INDIM10
              ________      ________      ________      ________      ________
 INDIM6         0.000
 INDIM7         0.638         0.000
 INDIM8         0.609         5.168         0.000
 INDIM9         0.873         1.087         0.683         0.000
 INDIM10       19.724         2.960         0.005         0.023         0.000
 INDIM11       12.257        11.593         0.253         0.371        39.772
 INDIM12        1.509         0.523         4.061         0.300        44.286
 INDIM13        1.231         0.004         1.027         1.451         2.365


           THETA
              INDIM11       INDIM12       INDIM13
              ________      ________      ________
 INDIM11        0.000
 INDIM12        0.860         0.000
 INDIM13        5.571         0.563         0.000


     EXPECTED PARAMETER CHANGE


           THETA
              INDIM1        INDIM2        INDIM3        INDIM4        INDIM5
              ________      ________      ________      ________      ________
 INDIM1         0.000
 INDIM2        -0.042         0.000
 INDIM3         0.120         0.116         0.000
 INDIM4         0.005         0.053         0.014         0.000
 INDIM5        -0.026         0.019         0.035         0.121         0.000
 INDIM6         0.116         0.038         0.168         0.016         0.072
 INDIM7         0.124        -0.020         0.107        -0.044         0.004
 INDIM8        -0.001         0.007        -0.062        -0.108         0.014
 INDIM9         0.026         0.090        -0.083         0.008        -0.075
 INDIM10       -0.124        -0.094        -0.169        -0.036        -0.062
 INDIM11       -0.119        -0.074        -0.102        -0.029        -0.032
 INDIM12       -0.075        -0.079        -0.101        -0.097        -0.080
 INDIM13       -0.036        -0.028        -0.064         0.087        -0.002


           THETA
              INDIM6        INDIM7        INDIM8        INDIM9        INDIM10
              ________      ________      ________      ________      ________
 INDIM6         0.000
 INDIM7         0.034         0.000
 INDIM8         0.030         0.079         0.000
 INDIM9        -0.039        -0.040        -0.028         0.000
 INDIM10       -0.192        -0.065         0.002         0.005         0.000
 INDIM11       -0.152        -0.137         0.016         0.019         0.159
 INDIM12       -0.056        -0.031         0.069        -0.020         0.196
 INDIM13       -0.048         0.002        -0.035         0.040        -0.052


           THETA
              INDIM11       INDIM12       INDIM13
              ________      ________      ________
 INDIM11        0.000
 INDIM12       -0.033         0.000
 INDIM13        0.072        -0.029         0.000


     MODIFICATION INDICES FOR ANALYSIS WITH 2 FACTOR(S)



     MODIFICATION INDICES


           THETA
              INDIM1        INDIM2        INDIM3        INDIM4        INDIM5
              ________      ________      ________      ________      ________
 INDIM1         0.000
 INDIM2         5.333         0.000
 INDIM3         0.098         2.427         0.000
 INDIM4         0.263         0.970         0.510         0.000
 INDIM5         1.628         0.060         0.285         8.192         0.000
 INDIM6         0.318         0.640         0.407         0.199         0.521
 INDIM7         4.105         2.648         1.201         2.950         0.305
 INDIM8         0.094         0.067         1.788        10.655         0.165
 INDIM9         1.170        11.151         3.767         0.037         3.334
 INDIM10        0.271         0.163         1.714         0.132         0.014
 INDIM11        0.613         0.393         0.685         0.051         0.201
 INDIM12        0.090         0.641         0.413         3.530         0.748
 INDIM13        0.324         0.724         1.765         8.086         0.000


           THETA
              INDIM6        INDIM7        INDIM8        INDIM9        INDIM10
              ________      ________      ________      ________      ________
 INDIM6         0.000
 INDIM7         0.753         0.000
 INDIM8         2.293         7.171         0.000
 INDIM9         0.289         1.080         1.156         0.000
 INDIM10        0.047         1.084         0.576         0.455         0.000
 INDIM11        0.989         4.859         0.478         0.627         0.006
 INDIM12        2.730         0.582         4.888         0.548        13.302
 INDIM13        0.543         0.044         1.646         1.256         9.082


           THETA
              INDIM11       INDIM12       INDIM13
              ________      ________      ________
 INDIM11        0.000
 INDIM12        9.883         0.000
 INDIM13        8.181         0.996         0.000


     EXPECTED PARAMETER CHANGE


           THETA
              INDIM1        INDIM2        INDIM3        INDIM4        INDIM5
              ________      ________      ________      ________      ________
 INDIM1         0.000
 INDIM2        -0.103         0.000
 INDIM3         0.015         0.062         0.000
 INDIM4        -0.022         0.031        -0.029         0.000
 INDIM5        -0.065        -0.010        -0.025         0.109         0.000
 INDIM6         0.027        -0.034         0.032        -0.018         0.034
 INDIM7         0.085        -0.064         0.046        -0.068        -0.025
 INDIM8         0.012         0.008        -0.054        -0.111         0.016
 INDIM9         0.043         0.098        -0.079         0.006        -0.075
 INDIM10        0.027        -0.016         0.072         0.014         0.006
 INDIM11       -0.035        -0.021         0.035         0.007         0.018
 INDIM12        0.015        -0.030         0.031        -0.073        -0.042
 INDIM13       -0.025        -0.028        -0.055         0.087         0.001


           THETA
              INDIM6        INDIM7        INDIM8        INDIM9        INDIM10
              ________      ________      ________      ________      ________
 INDIM6         0.000
 INDIM7        -0.039         0.000
 INDIM8         0.059         0.089         0.000
 INDIM9        -0.022        -0.038        -0.033         0.000
 INDIM10       -0.012         0.046        -0.029        -0.026         0.000
 INDIM11       -0.045        -0.087         0.021         0.025        -0.004
 INDIM12        0.080         0.032         0.073        -0.026         0.190
 INDIM13       -0.032         0.008        -0.041         0.034        -0.122


           THETA
              INDIM11       INDIM12       INDIM13
              ________      ________      ________
 INDIM11        0.000
 INDIM12       -0.128         0.000
 INDIM13        0.088        -0.037         0.000


     MODIFICATION INDICES FOR ANALYSIS WITH 3 FACTOR(S)



     MODIFICATION INDICES


           THETA
              INDIM1        INDIM2        INDIM3        INDIM4        INDIM5
              ________      ________      ________      ________      ________
 INDIM1         0.000
 INDIM2         4.582         0.000
 INDIM3         0.024         3.856         0.000
 INDIM4         0.291         0.089         0.193         0.000
 INDIM5         1.060         0.316         0.134         5.334         0.000
 INDIM6         0.043         0.292         0.255         0.131         1.190
 INDIM7         1.821         1.564         0.356         0.000         0.003
 INDIM8         0.407         1.114         4.335         3.408         1.419
 INDIM9         2.753        11.323         3.316         1.640         5.185
 INDIM10        0.012         0.021         0.832         3.764         0.306
 INDIM11        0.021         1.208         2.370         4.402         0.002
 INDIM12        0.401         0.006         0.058         0.560         0.019
 INDIM13        0.022         2.477         1.026         0.847         0.397


           THETA
              INDIM6        INDIM7        INDIM8        INDIM9        INDIM10
              ________      ________      ________      ________      ________
 INDIM6         0.000
 INDIM7         4.048         0.000
 INDIM8         0.844         1.484         0.000
 INDIM9         0.043         0.156         0.227         0.000
 INDIM10        0.399         0.259         4.909         0.050         0.000
 INDIM11        0.167         1.814         4.538         0.010         0.419
 INDIM12        1.323         1.370         0.003         0.000         8.863
 INDIM13        0.027         3.824         0.000         0.291         6.544


           THETA
              INDIM11       INDIM12       INDIM13
              ________      ________      ________
 INDIM11        0.000
 INDIM12        6.711         0.000
 INDIM13        3.700         0.380         0.000


     EXPECTED PARAMETER CHANGE


           THETA
              INDIM1        INDIM2        INDIM3        INDIM4        INDIM5
              ________      ________      ________      ________      ________
 INDIM1         0.000
 INDIM2        -0.092         0.000
 INDIM3         0.007         0.075         0.000
 INDIM4         0.026        -0.012        -0.020         0.000
 INDIM5        -0.051        -0.023        -0.016         0.110         0.000
 INDIM6         0.010        -0.022         0.025         0.017         0.050
 INDIM7         0.063        -0.050         0.027         0.001         0.003
 INDIM8        -0.028         0.034        -0.087        -0.078         0.050
 INDIM9         0.065         0.097        -0.071        -0.049        -0.091
 INDIM10        0.006        -0.006         0.046         0.087         0.026
 INDIM11       -0.007        -0.037         0.066        -0.091         0.002
 INDIM12       -0.034        -0.003         0.012         0.040        -0.007
 INDIM13        0.007        -0.054        -0.042         0.042        -0.026


           THETA
              INDIM6        INDIM7        INDIM8        INDIM9        INDIM10
              ________      ________      ________      ________      ________
 INDIM6         0.000
 INDIM7        -0.098         0.000
 INDIM8         0.038         0.051         0.000
 INDIM9        -0.008        -0.015        -0.015         0.000
 INDIM10       -0.033         0.023        -0.100        -0.008         0.000
 INDIM11       -0.019        -0.057         0.071         0.003         0.033
 INDIM12        0.059        -0.060        -0.003         0.000         0.206
 INDIM13       -0.007         0.077         0.001         0.017        -0.102


           THETA
              INDIM11       INDIM12       INDIM13
              ________      ________      ________
 INDIM11        0.000
 INDIM12       -0.114         0.000
 INDIM13        0.071         0.026         0.000


     Beginning Time:  11:57:12
        Ending Time:  11:57:12
       Elapsed Time:  00:00:00



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